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IndeGx: A model and a framework for indexing RDF knowledge graphs with SPARQL-based test suits
In recent years, a large number of RDF datasets have been built and published on the Web
in fields as diverse as linguistics or life sciences, as well as general datasets such as …
in fields as diverse as linguistics or life sciences, as well as general datasets such as …
Dense re-ranking with weak supervision for RDF dataset search
Dataset search aims to find datasets that are relevant to a keyword query. Existing dataset
search engines rely on conventional sparse retrieval models (eg, BM25). Dense models (eg …
search engines rely on conventional sparse retrieval models (eg, BM25). Dense models (eg …
ACORDAR: a test collection for ad hoc content-based (RDF) dataset retrieval
Ad hoc dataset retrieval is a trending topic in IR research. Methods and systems are evolving
from metadata-based to content-based ones which exploit the data itself for improving …
from metadata-based to content-based ones which exploit the data itself for improving …
ACORDAR 2.0: A Test Collection for Ad Hoc Dataset Retrieval with Densely Pooled Datasets and Question-Style Queries
Dataset search, or more specifically, ad hoc dataset retrieval which is a trending specialized
IR task, has received increasing attention in both academia and industry. While methods …
IR task, has received increasing attention in both academia and industry. While methods …
Towards more usable dataset search: From query characterization to snippet generation
Reusing published datasets on the Web is of great interest to researchers and developers.
Their data needs may be met by submitting queries to a dataset search engine to retrieve …
Their data needs may be met by submitting queries to a dataset search engine to retrieve …
BANDAR: benchmarking snippet generation algorithms for (RDF) dataset search
The large volume of open data on the Web is expected to be reused and create value.
Finding the right data to reuse is a non-trivial task addressed by the recent dataset search …
Finding the right data to reuse is a non-trivial task addressed by the recent dataset search …
Recommending datasets for scientific problem descriptions
M Färber, AK Leisinger - Proceedings of the 30th ACM International …, 2021 - dl.acm.org
The steadily rising number of datasets is making it increasingly difficult for researchers and
practitioners to be aware of all datasets, particularly of the most relevant datasets for a given …
practitioners to be aware of all datasets, particularly of the most relevant datasets for a given …
Enabling automatic discovery and querying of web APIs at web scale using linked data standards
To help in making sense of the ever-increasing number of data sources available on the
Web, in this article we tackle the problem of enabling automatic discovery and querying of …
Web, in this article we tackle the problem of enabling automatic discovery and querying of …
Enhancing Dataset Search with Compact Data Snippets
In light of the growing availability and significance of open data, the problem of dataset
search has attracted great attention in the field of information retrieval. Nevertheless, current …
search has attracted great attention in the field of information retrieval. Nevertheless, current …
Content-based union and complement metrics for dataset search over RDF knowledge graphs
RDF Knowledge Graphs (or Datasets) contain valuable information that can be exploited for
a variety of real-world tasks. However, due to the enormous size of the available RDF …
a variety of real-world tasks. However, due to the enormous size of the available RDF …